An unusual looking fish that can be confused with similar species including Akysis longifilis and Akysis prashadi. A. vespa is a small slender fish with small eyes and several nasal barbels. The body has thick vertical bands with olive-brown and cream-yellow. A. longifilis has longer nasal barbels than A. vespa and A. prashadi has a brown abdomen rather than yellow with A. vespa.